The Future Conversations workshop at CHIIR'21 looked to the future of search, recommendation, and information interaction to ask: where are the opportunities for conversational interactions? What do we need to do to get there? Furthermore, who stands to benefit?
The workshop was hands-on and interactive. Rather than a series of technical talks, we solicited position statements on opportunities, problems, and solutions in conversational search in all modalities (written, spoken, or multimodal). This paper -co-authored by the organisers and participants of the workshop- summarises the submitted statements and the discussions we had during the two sessions of the workshop. Statements discussed during the workshop are available at https://bit.ly/FutureConversations2021Statements.
According to self-determination theory, both provision of choice and reduced task difficulty facilitate learners' motivation via an increase in 2 basic psychological needs. This study examines the moderating role of the autonomy-changing effect of choice on the competence-altering effect of differences in perceived task difficulty in a multimedia learning setting. To measure this, 2 experiments (N 1 = 108; N 2 = 86) with secondary school (Experiment 1) and university (Experiment 1) students were conducted using a 2 (with a choice vs. without a choice of an additional topic before learning) 3 2 (induced low vs. high perceived task difficulty) between-subjects design. While learners read texts about geographical data about Antarctica, 1 group was able to choose a subject matter of a second learning material's content. Learning performance, judgments of learning, and cognitive and motivational processes after the first learning material were measured in both experiments, while Experiment 1 additionally measured perceived autonomy and perceived competence. Results showed that induced differences in perceived task difficulty did not yield learning differences. However, the autonomy-enhancing effect of choice moderated differences in perceived task difficulty. Overall, this experiment provides evidence for an interaction between possibilities of autonomy and competence support defined in the self-determination theory.
Educational Impact and Implications StatementWhen learners perceive their learning material to be difficult, their motivation to further process the instructional material decreases. In contrast, providing a choice of learning topic can help to increase learners' motivation. This study revealed that both the autonomy-enhancing effect of choice and the competence-enhancing effect of reduced perceived task difficulty lead to an increase in learning outcomes. Moreover, the negative effects of high-perceived task difficulty were reduced when earners were given a task-related choice before learning. Instructional designers and teachers should be aware of their learners' perceptions of task difficulty in order to counteract the possible risks of highly perceived difficulty through a choice for future learning tasks.
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